lm_ridge: Linear ridge regression

Description Usage Arguments Examples

View source: R/ridge_regression.R

Description

This is a function implementing ridge regression taking taking into account of collinear variables by singular value decomposition

Usage

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lm_ridge(form, d, lambda)

Arguments

form

A given formula for fitting the regression.

d

A given data set to fit the model.

lambda

A tuning parameter for ridge regression to control the penalty

Examples

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library(palmerpenguins)
data(penguins)
my_rigde = lm_ridge(form=bill_length_mm ~ .,d=penguins,lambda=0.001)

nixgank-wang/bis557 documentation built on Dec. 26, 2020, 9:54 p.m.